A Python SDK for Tinybird 🐦

LocalStack

Last update: Dec 14, 2022

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Overview

Verdin

Verdin is a tiny bird, and also a Python SDK for Tinybird .

Install

pip install verdin

Usage

Query a Pipe

# the tinybird module exposes all important tinybird concepts
from verdin import tinybird

client = tinybird.Client("p.mytoken")
pipe = client.pipe("my_pipe")

# query the pipe using dynamic parameters
response: tinybird.PipeJsonResponse = pipe.query({"key": "val"})

# print records returned from the pipe
print(response.data)

Append to a DataSource

from verdin import tinybird

client = tinybird.Client("p.mytoken")

# will access my_datasource__v0
datasource = client.datasource("my_datasource", version=0)

# query the pipe using dynamic parameters
datasource.append([
    ("col1-row1", "col2-row1"),
    ("col1-row2", "col2-row2"),
])

Queue and batch records into a DataSource

Verdin provides a way to queue and batch data continuously:

from queue import Queue
from threading import Thread

from verdin import tinybird
from verdin.worker import QueuingDatasourceAppender

client = tinybird.Client("p.mytoken")

records = Queue()

appender = QueuingDatasourceAppender(records, client.datasource("my_datasource"))
Thread(target=appender.run).start()

# appender will regularly read batches of data from the queue and append them
# to the datasource. the appender respects rate limiting.

records.put(("col1-row1", "col2-row1"))
records.put(("col1-row2", "col2-row2"))

Develop

Create the virtual environment, install dependencies, and run tests

make venv
make test

Run the code formatter

make format

Upload the pypi package using twine

make upload

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Comments

Consider using more loose version range for requests in requirements.txt

Consider using more loose version range for requests in requirements.txt: https://github.com/localstack/verdin/blob/519f3e02963341db8e2966bbb31916b78b65034f/setup.cfg#L30

This is currently causing issues in other places - to be discussed... (potentially the version ranges should be loosened up in other places as well..)

opened by whummer 1